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import { ENGINE_STATE, OP, PORT_NAME, PORT_OP, PRIORITY, PROTOCOL, request } from "../adapters/protocol.js";
import { webExtensionStorage } from "../adapters/webext.js";
import { ModelStore, formatBytes } from "../engine/model-store.js";
import { filesFromDataTransfer, filesFromInput, ingestModelFolder } from "../engine/ingest.js";
import { clampSteps } from "../engine/multistep.js";
/**
* The manager page writes into the same Cache Storage and the same
* `browser.storage.local` the background page reads, so it builds its own
* ModelStore over the same adapter rather than routing registry edits through
* the engine. Only generation goes over the wire.
*/
const store = new ModelStore(webExtensionStorage());
const $ = (id) => document.getElementById(id);
const port = browser.runtime.connect({ name: PORT_NAME });
port.onMessage.addListener((msg) => {
if (msg?.protocol === PROTOCOL && msg.op === PORT_OP.ENGINE_STATE) renderEngine(msg.state);
});
let lastEngineState = {};
function renderEngine(state) {
lastEngineState = state;
$("dot").className = `dot ${state.status}`;
// `size` is engines that exist, which trails `maxSize` until a second task
// asks for one — so say both, or a pool of 1 under a cap of 2 reads as a bug.
const pool = state.pool?.size
? ` · pool ${state.pool.busy}/${state.pool.size} busy, ${state.pool.queued} queued` +
(state.pool.growthBlocked
? ` · stayed at ${state.pool.size} (${state.pool.growthBlocked})`
: state.pool.size < state.pool.maxSize
? ` · up to ${state.pool.maxSize} on demand`
: "")
: "";
const loading = state.status === ENGINE_STATE.LOADING;
// Show WebLLM's own report verbatim while loading — shard counts, MB and
// elapsed seconds are the only feedback there is during a ~48 s load, and a
// bare percentage hides all of it.
$("engineStatus").textContent =
state.error ? state.error :
state.status === ENGINE_STATE.READY ? `loaded: ${state.modelId}${pool}` :
loading ? state.progress?.text ?? `loading ${state.modelId}…` :
"idle";
$("engineBar").hidden = !loading;
$("engineProgress").style.width = `${Math.round((state.progress?.progress ?? 0) * 100)}%`;
const hint = $("engineHint");
if (!loading) {
hint.hidden = true;
} else {
const secs = state.progress?.timeElapsed;
// Not WebLLM's stock "first visit populates the cache" line: these weights
// were injected by drag-and-drop, so nothing is ever downloaded.
hint.textContent =
`${secs ? `${secs}s elapsed · ` : ""}reading from local cache, no network` +
((state.progress?.progress ?? 0) > 0.99 ? " · compiling WebGPU shaders" : "") +
".";
hint.hidden = false;
}
}
// ------------------------------------------------------------ diagnostics ---
function renderGpu() {
const el = $("gpu");
if (navigator.gpu) {
el.hidden = false;
el.textContent = "WebGPU is available in this context.";
return;
}
el.hidden = false;
el.classList.add("error");
el.textContent =
"navigator.gpu is missing. Set dom.webgpu.enabled = true in about:config (see Firefox setup below) and restart Firefox — models cannot load until then.";
}
/** Spells out what another engine actually costs, from the loaded model's own record. */
async function renderPoolCost() {
const { engineCount } = await store.getSettings();
const record = (await store.list()).find((m) => m.model_id === lastEngineState.modelId) ?? (await store.list())[0];
if (!record) return void ($("poolCost").textContent = "");
const weights = record.sizeBytes ?? 0;
const total = weights * engineCount;
// Measured on an M4 Air with a 0.8B model: 2 engines gave 1.6x aggregate
// throughput, 4 gave 0.3x - past the memory budget they starve each other.
const verdict =
engineCount === 1
? "no parallelism: batches run one at a time."
: engineCount === 2
? "measured ~1.6x aggregate throughput on a 0.8B model."
: "more is usually worse — 4 engines measured 3x SLOWER than 1. Verify with npm run e2e before keeping this.";
$("poolCost").textContent =
`${engineCount} engine(s) x ~${formatBytes(weights)} = ~${formatBytes(total)} VRAM. ${verdict}`;
$("poolCost").classList.toggle("warn", total > 6e9 || engineCount > 2);
}
/**
* Spells out the sawtooth, because "more steps" is not monotonically better.
*
* Firefox resolves a GPU sync only on a 100 ms tick, so a burst of K steps costs
* a whole number of ticks. The reference figure is the ~7.3 ms/token of real
* compute measured for a 0.8B (AI.md, "The 10 tok/s ceiling"); a bigger model
* costs more per step and wants a smaller K.
*/
const TICK_MS = 100;
const REFERENCE_STEP_MS = 7.3;
async function renderDecodeCost() {
const { decodeSteps } = await store.getSettings();
const ticks = Math.ceil((decodeSteps * REFERENCE_STEP_MS) / TICK_MS);
const rate = decodeSteps / ((ticks * TICK_MS) / 1000);
const perTick = Math.floor(TICK_MS / REFERENCE_STEP_MS);
const wastes = decodeSteps > perTick && decodeSteps % perTick !== 0;
$("decodeCost").textContent =
`${decodeSteps} step(s) per sync = ${decodeSteps} token(s) every ${ticks} tick(s) ` +
`≈ ${rate.toFixed(0)} tok/s on a 0.8B (vs 9.6 at 1 step). ` +
(wastes
? `${decodeSteps} spills past a 100 ms tick boundary — ${perTick} fits inside one tick and measures faster. Confirm with npm run e2e.`
: "Fits the tick grid. Re-check on a larger model: per-step compute grows, so the best K shrinks.");
$("decodeCost").classList.toggle("warn", wastes);
}
async function renderQuota() {
if (!navigator.storage?.estimate) return;
const { usage, quota } = await navigator.storage.estimate();
$("quota").textContent = `${formatBytes(usage)} of ${formatBytes(quota)}`;
}
// --------------------------------------------------------------- ingestion ---
const drop = $("drop");
for (const type of ["dragenter", "dragover"]) {
drop.addEventListener(type, (e) => {
e.preventDefault();
drop.classList.add("over");
});
}
for (const type of ["dragleave", "drop"]) {
drop.addEventListener(type, () => drop.classList.remove("over"));
}
drop.addEventListener("drop", async (e) => {
e.preventDefault();
await ingest(await filesFromDataTransfer(e.dataTransfer));
});
$("pick").addEventListener("click", () => $("picker").click());
$("picker").addEventListener("change", async (e) => {
await ingest(filesFromInput(e.target.files));
e.target.value = "";
});
async function ingest(entries) {
$("ingestError").hidden = true;
$("ingest").hidden = false;
$("ingestBar").style.width = "0%";
$("ingestStatus").textContent = "Validating…";
try {
const record = await ingestModelFolder(entries, {
store,
onProgress: ({ phase, done, total, label }) => {
$("ingestBar").style.width = `${Math.round((done / Math.max(total, 1)) * 100)}%`;
$("ingestStatus").textContent =
phase === "validating" ? label : `Caching ${done}/${total} — ${label}`;
},
});
$("ingestStatus").textContent = `Registered ${record.model_id} (${formatBytes(record.sizeBytes)}, ${record.shardCount} shards).`;
await Promise.all([renderModels(), renderQuota()]);
} catch (err) {
$("ingest").hidden = true;
$("ingestError").hidden = false;
$("ingestError").textContent = err.message;
}
}
// ---------------------------------------------------------------- registry ---
async function renderModels() {
const models = await store.list();
const tbody = $("models").querySelector("tbody");
tbody.replaceChildren();
$("models").hidden = models.length === 0;
$("noModels").hidden = models.length > 0;
for (const record of models) {
const tr = document.createElement("tr");
tr.innerHTML = `
<td><strong></strong><br /><span class="muted mono"></span></td>
<td class="mono"></td>
<td class="mono"></td>
<td class="mono"></td>
<td><span class="pill">checking…</span></td>
<td class="row"><button data-act="load">Load</button><button data-act="remove" class="danger">Remove</button></td>`;
tr.querySelector("strong").textContent = record.model_id;
tr.querySelector("td .muted").textContent = `added ${new Date(record.addedAt).toLocaleString()}`;
const cells = tr.querySelectorAll("td.mono");
cells[0].textContent = formatBytes(record.sizeBytes);
cells[1].textContent = record.shardCount ?? "—";
cells[2].textContent = record.wasm ?? "—";
tr.querySelector('[data-act="load"]').addEventListener("click", async (e) => {
e.target.disabled = true;
const res = await browser.runtime.sendMessage(request(OP.LOAD, { modelId: record.model_id }));
e.target.disabled = false;
if (!res?.ok) renderEngine({ status: ENGINE_STATE.ERROR, error: res?.error });
});
tr.querySelector('[data-act="remove"]').addEventListener("click", async () => {
if (!confirm(`Remove "${record.model_id}" and free ${formatBytes(record.sizeBytes)} of cache?`)) return;
await store.remove(record.model_id);
await Promise.all([renderModels(), renderQuota()]);
});
tbody.append(tr);
store.verify(record).then(({ ok, missing }) => {
const pill = tr.querySelector(".pill");
pill.classList.add(ok ? "ok" : "bad");
pill.textContent = ok ? "complete" : `${missing.length} missing`;
});
}
}
// ---------------------------------------------------------------- settings ---
async function renderSettings() {
const s = await store.getSettings();
$("temperature").value = s.temperature;
$("maxTokens").value = s.maxTokens;
$("engineCount").value = s.engineCount;
$("decodeSteps").value = s.decodeSteps;
$("systemPrompt").value = s.systemPrompt;
$("allowedExternalIds").value = s.allowedExternalIds.join(", ");
}
$("save").addEventListener("click", async () => {
await store.setSettings({
temperature: Number($("temperature").value),
maxTokens: Number($("maxTokens").value),
engineCount: Math.max(1, Math.min(4, Number($("engineCount").value) || 1)),
decodeSteps: clampSteps($("decodeSteps").value),
systemPrompt: $("systemPrompt").value,
allowedExternalIds: $("allowedExternalIds").value.split(",").map((s) => s.trim()).filter(Boolean),
});
$("saved").hidden = false;
setTimeout(() => ($("saved").hidden = true), 1500);
await renderPoolCost();
await renderDecodeCost();
renderEngine({ ...lastEngineState, note: "reload the model for the pool size to take effect" });
});
// ------------------------------------------------------------- Engine API ---
/**
* The three shapes of work, as copy-paste starting points.
*
* They differ only in scheduling metadata, not in op — that is the whole point,
* and the reason there is no `translate` op to call. Each carries the one field
* that makes it behave correctly, because those are what callers get wrong.
*/
function apiSamples(id) {
return {
completion: {
why: "Latency is the product. `session` is what makes this work — reuse one key and the engine drops the stale request itself, so a fast typist never queues a request per keystroke.",
code: `const port = browser.runtime.connect("${id}", { name: "${PORT_NAME}" });
port.onMessage.addListener((m) => {
if (m.op === "${PORT_OP.CHUNK}") render(m.delta);
if (m.op === "${PORT_OP.DONE}") finish(m.text);
});
// On every keystroke. The previous request is superseded, not queued.
port.postMessage({
protocol: "${PROTOCOL}",
op: "${PORT_OP.CHAT_STREAM}",
id: crypto.randomUUID(),
session: "ghost-text", // supersession key — the field that matters
priority: "${PRIORITY.INTERACTIVE}", // may preempt work that opted in
max_tokens: 24,
messages: [{ role: "user", content: prefix }],
});`,
},
translation: {
why: "One `batch`, not a loop of `chat` calls: one round trip, and the engine schedules the whole page as a single task that can never occupy more than one engine.",
code: `const res = await browser.runtime.sendMessage("${id}", {
protocol: "${PROTOCOL}",
op: "${OP.BATCH}",
task: "translate-page", // optional; a batch is one task either way
requests: sentences.map((s) => ({
messages: [{ role: "user", content: \`Translate to French, output only the translation:\\n\${s}\` }],
})),
});
if (!res.ok) throw new Error(res.error);
res.results.forEach((r) => apply(r.index, r.text));`,
},
reformat: {
why: "Nobody is watching, so let interactive work cut in. Set `preemptible` on the job that can afford to lose — a preempted job resolves with `preempted: true` and its partial text, never requeued.",
code: `const res = await browser.runtime.sendMessage("${id}", {
protocol: "${PROTOCOL}",
op: "${OP.CHAT}",
priority: "${PRIORITY.BACKGROUND}",
preemptible: true, // the direction matters
max_tokens: 2048,
messages: [{ role: "user", content: \`Reformat as clean Markdown, no commentary:\\n\\n\${doc}\` }],
});
if (res.preempted) keepOrDiscard(res.text);`,
},
};
}
function renderApiSample() {
const id = browser.runtime.id;
const samples = apiSamples(id);
$("selfId").textContent = id;
const show = (name) => {
for (const tab of document.querySelectorAll(".tab")) {
tab.classList.toggle("active", tab.dataset.tab === name);
}
$("apiWhy").textContent = samples[name].why;
$("apiSample").textContent = samples[name].code;
};
for (const tab of document.querySelectorAll(".tab")) {
tab.addEventListener("click", () => show(tab.dataset.tab));
}
show("completion");
const flash = (btn, label) => {
const original = btn.textContent;
btn.textContent = label;
setTimeout(() => (btn.textContent = original), 1200);
};
$("copyId").addEventListener("click", () =>
navigator.clipboard.writeText(id).then(() => flash($("copyId"), "Copied")),
);
$("copyCode").addEventListener("click", () =>
navigator.clipboard.writeText($("apiSample").textContent).then(() => flash($("copyCode"), "Copied")),
);
}
renderGpu();
renderApiSample();
await Promise.all([renderModels(), renderSettings(), renderQuota()]);
await renderPoolCost();
await renderDecodeCost();
browser.runtime.sendMessage(request(OP.STATUS)).then((res) => res?.ok && renderEngine(res.state));
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